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Self-Supervised Learning

Papers archive 2025-07-28

archive papers tagged: 5,044 · with a code link: 2,293 · where Syntology ran a sample: 666 (581 with a run with no instrument failure, 85 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (666 of 5,044 tagged: 581 with a run with no instrument failure, 85 where every run was a failure of Syntology's instrument)

Page 44 of 51: papers 4,301 to 4,400 of 5,044, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• S2MS: Self-Supervised Learning Driven Multi-Spectral CT Image Enhancement
  25 Jan 2022 0 repositories listed
• Consistent 3D Hand Reconstruction in Video via self-supervised Learning
  24 Jan 2022 0 repositories listed
• Bi-CLKT: Bi-Graph Contrastive Learning based Knowledge Tracing
  22 Jan 2022 0 repositories listed
• Enhancing Hyperbolic Graph Embeddings via Contrastive Learning
  21 Jan 2022 0 repositories listed
• CELESTIAL: Classification Enabled via Labelless Embeddings with Self-supervised Telescope Image Analysis Learning
  20 Jan 2022 0 repositories listed
• CP-Net: Contour-Perturbed Reconstruction Network for Self-Supervised Point Cloud Learning
  20 Jan 2022 0 repositories listed
• Learning Pixel Trajectories with Multiscale Contrastive Random Walks
  20 Jan 2022 0 repositories listed
• TransFuse: A Unified Transformer-based Image Fusion Framework using Self-supervised Learning
  19 Jan 2022 0 repositories listed
• Deep Cervix Model Development from Heterogeneous and Partially Labeled Image Datasets
  18 Jan 2022 0 repositories listed
• BERT vs ALBERT explained
  17 Jan 2022 0 repositories listed
• Knowledge Distillation as Self-Supervised Learning
  17 Jan 2022 0 repositories listed
• On The Effects of Learning Views on Neural Representations in Self-Supervised Learning
  17 Jan 2022 0 repositories listed
• CERES: Pretraining of Graph-Conditioned Transformer for Semi-Structured Session Data
  16 Jan 2022 0 repositories listed
• Video Transformers: A Survey
  16 Jan 2022 0 repositories listed
• Semantic decoupled representation learning for remote sensing image change detection
  15 Jan 2022 0 repositories listed
• SS-3DCapsNet: Self-supervised 3D Capsule Networks for Medical Segmentation on Less Labeled Data
  15 Jan 2022 0 repositories listed
• SnapshotNet: Self-supervised Feature Learning for Point Cloud Data Segmentation Using Minimal Labeled Data
  13 Jan 2022 0 repositories listed
• SparseDet: Improving Sparsely Annotated Object Detection with Pseudo-positive Mining
  12 Jan 2022 0 repositories listed
• Cross-view Self-Supervised Learning on Heterogeneous Graph Neural Network via Bootstrapping
  10 Jan 2022 0 repositories listed
• Supervised Contrastive Learning for Recommendation
  10 Jan 2022 0 repositories listed
• Self-Supervised Feature Learning from Partial Point Clouds via Pose Disentanglement
  9 Jan 2022 0 repositories listed
• Towards the Next 1000 Languages in Multilingual Machine Translation: Exploring the Synergy Between Supervised and Self-Supervised Learning
  9 Jan 2022 0 repositories listed
• On the Effectiveness of Sampled Softmax Loss for Item Recommendation
  7 Jan 2022 0 repositories listed
• Self-Supervised Beat Tracking in Musical Signals with Polyphonic Contrastive Learning
  5 Jan 2022 0 repositories listed
• Using Deep Learning with Large Aggregated Datasets for COVID-19 Classification from Cough
  5 Jan 2022 0 repositories listed
• Self-supervised Learning from 100 Million Medical Images
  4 Jan 2022 0 repositories listed
• Adaptive Memory Networks with Self-supervised Learning for Unsupervised Anomaly Detection
  3 Jan 2022 0 repositories listed
• Align Representations With Base: A New Approach to Self-Supervised Learning
  1 Jan 2022 0 repositories listed
• Contrastive Dual Gating: Learning Sparse Features With Contrastive Learning
  1 Jan 2022 0 repositories listed
• Contrastive Learning for Space-Time Correspondence via Self-Cycle Consistency
  1 Jan 2022 0 repositories listed
• Exploiting Pseudo Labels in a Self-Supervised Learning Framework for Improved Monocular Depth Estimation
  1 Jan 2022 0 repositories listed
• RigidFlow: Self-Supervised Scene Flow Learning on Point Clouds by Local Rigidity Prior
  1 Jan 2022 0 repositories listed
• Scalable Deep Graph Clustering with Random-walk based Self-supervised Learning
  31 Dec 2021 0 repositories listed
• A Moment in the Sun: Solar Nowcasting from Multispectral Satellite Data using Self-Supervised Learning
  28 Dec 2021 0 repositories listed
• Multi-Variant Consistency based Self-supervised Learning for Robust Automatic Speech Recognition
  23 Dec 2021 0 repositories listed
• Physics Constrained Flow Neural Network for Short-Timescale Predictions in Data Communications Networks
  23 Dec 2021 0 repositories listed
• Self-Supervised Graph Representation Learning for Neuronal Morphologies
  23 Dec 2021 0 repositories listed
• Fine-grained Multi-Modal Self-Supervised Learning
  22 Dec 2021 0 repositories listed
• Human Activity Recognition on wrist-worn accelerometers using self-supervised neural networks
  22 Dec 2021 0 repositories listed
• Improved skin lesion recognition by a Self-Supervised Curricular Deep Learning approach
  22 Dec 2021 0 repositories listed
• Meta-Learning and Self-Supervised Pretraining for Real World Image Translation
  22 Dec 2021 0 repositories listed
• Augmented Contrastive Self-Supervised Learning for Audio Invariant Representations
  21 Dec 2021 0 repositories listed
• Incremental Cross-view Mutual Distillation for Self-supervised Medical CT Synthesis
  20 Dec 2021 0 repositories listed
• Denoised Labels for Financial Time-Series Data via Self-Supervised Learning
  19 Dec 2021 0 repositories listed
• Local contrastive loss with pseudo-label based self-training for semi-supervised medical image segmentation
  17 Dec 2021 0 repositories listed
• Self-supervised clarification question generation for ambiguous multi-turn conversation
  17 Dec 2021 0 repositories listed
• Self-Supervised Dynamic Graph Representation Learning via Temporal Subgraph Contrast
  16 Dec 2021 0 repositories listed
• Bayesian Graph Contrastive Learning
  15 Dec 2021 0 repositories listed
• GEO-BLEU: Similarity Measure for Geospatial Sequences
  14 Dec 2021 0 repositories listed
• Performance or Trust? Why Not Both. Deep AUC Maximization with Self-Supervised Learning for COVID-19 Chest X-ray Classifications
  14 Dec 2021 0 repositories listed
• Transferrable Contrastive Learning for Visual Domain Adaptation
  14 Dec 2021 0 repositories listed
• Semi-Supervised Contrastive Learning for Remote Sensing: Identifying Ancient Urbanization in the South Central Andes
  13 Dec 2021 0 repositories listed
• DeepFIB: Self-Imputation for Time Series Anomaly Detection
  12 Dec 2021 0 repositories listed
• Concept Representation Learning with Contrastive Self-Supervised Learning
  10 Dec 2021 0 repositories listed
• Self-Ensemling for 3D Point Cloud Domain Adaption
  10 Dec 2021 0 repositories listed
• Exploring Temporal Granularity in Self-Supervised Video Representation Learning
  8 Dec 2021 0 repositories listed
• On visual self-supervision and its effect on model robustness
  8 Dec 2021 0 repositories listed
• Self-Supervised Speaker Verification with Simple Siamese Network and Self-Supervised Regularization
  8 Dec 2021 0 repositories listed
• Training Robust Zero-Shot Voice Conversion Models with Self-supervised Features
  8 Dec 2021 0 repositories listed
• Creating Multimodal Interactive Agents with Imitation and Self-Supervised Learning
  7 Dec 2021 0 repositories listed
• Cross-modal Manifold Cutmix for Self-supervised Video Representation Learning
  7 Dec 2021 0 repositories listed
• A Tale of Color Variants: Representation and Self-Supervised Learning in Fashion E-Commerce
  6 Dec 2021 0 repositories listed
• A Multi-Strategy based Pre-Training Method for Cold-Start Recommendation
  4 Dec 2021 0 repositories listed
• Self-supervised Graph Learning for Occasional Group Recommendation
  4 Dec 2021 0 repositories listed
• SSDL: Self-Supervised Dictionary Learning
  3 Dec 2021 0 repositories listed
• Probabilistic Contrastive Loss for Self-Supervised Learning
  2 Dec 2021 0 repositories listed
• Adversarially Robust 3D Point Cloud Recognition Using Self-Supervisions
  1 Dec 2021 0 repositories listed
• CLAWS: Contrastive Learning with hard Attention and Weak Supervision
  1 Dec 2021 0 repositories listed
• Disentangled Contrastive Learning on Graphs
  1 Dec 2021 0 repositories listed
• GANORCON: Are Generative Models Useful for Few-shot Segmentation?
  1 Dec 2021 0 repositories listed
• Graph Adversarial Self-Supervised Learning
  1 Dec 2021 0 repositories listed
• PreViTS: Contrastive Pretraining with Video Tracking Supervision
  1 Dec 2021 0 repositories listed
• UniDoc: Unified Pretraining Framework for Document Understanding
  1 Dec 2021 0 repositories listed
• Your head is there to move you around: Goal-driven models of the primate dorsal pathway
  1 Dec 2021 0 repositories listed
• FROB: Few-shot ROBust Model for Classification and Out-of-Distribution Detection
  30 Nov 2021 0 repositories listed
• In-Bed Human Pose Estimation from Unseen and Privacy-Preserving Image Domains
  30 Nov 2021 0 repositories listed
• MC-SSL0.0: Towards Multi-Concept Self-Supervised Learning
  30 Nov 2021 0 repositories listed
• MISS: Multi-Interest Self-Supervised Learning Framework for Click-Through Rate Prediction
  30 Nov 2021 0 repositories listed
• Improving Zero-shot Generalization in Offline Reinforcement Learning using Generalized Similarity Functions
  29 Nov 2021 0 repositories listed
• Overcoming the Domain Gap in Contrastive Learning of Neural Action Representations
  29 Nov 2021 0 repositories listed
• Simple Contrastive Representation Adversarial Learning for NLP Tasks
  26 Nov 2021 0 repositories listed
• Distribution Estimation to Automate Transformation Policies for Self-Supervision
  24 Nov 2021 0 repositories listed
• Efficient Anomaly Detection Using Self-Supervised Multi-Cue Tasks
  24 Nov 2021 0 repositories listed
• UDA-COPE: Unsupervised Domain Adaptation for Category-level Object Pose Estimation
  24 Nov 2021 0 repositories listed
• Domain-Agnostic Clustering with Self-Distillation
  23 Nov 2021 0 repositories listed
• Broad Adversarial Training with Data Augmentation in the Output Space
  22 Nov 2021 0 repositories listed
• Learning Generalized Visual Odometry Using Position-Aware Optical Flow and Geometric Bundle Adjustment
  22 Nov 2021 0 repositories listed
• Decentralized Unsupervised Learning of Visual Representations
  21 Nov 2021 0 repositories listed
• HoughCL: Finding Better Positive Pairs in Dense Self-supervised Learning
  21 Nov 2021 0 repositories listed
• Towards Graph Self-Supervised Learning with Contrastive Adjusted Zooming
  20 Nov 2021 0 repositories listed
• Boosting Supervised Learning Performance with Co-training
  18 Nov 2021 0 repositories listed
• Domain-aware Self-supervised Pre-training for Weakly-supervised Meme Analysis
  16 Nov 2021 0 repositories listed
• Leveraging Uni-Modal Self-Supervised Learning for Multimodal Audio-visual Speech Recognition
  16 Nov 2021 0 repositories listed
• SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities
  16 Nov 2021 0 repositories listed
• Towards Fully Self-Supervised Learning of Knowledge from Unstructured Text
  16 Nov 2021 0 repositories listed
• Multimodal Generalized Zero Shot Learning for Gleason Grading using Self-Supervised Learning
  15 Nov 2021 0 repositories listed
• QK Iteration: A Self-Supervised Representation Learning Algorithm for Image Similarity
  15 Nov 2021 0 repositories listed
• The self-supervised spectral-spatial attention-based transformer network for automated, accurate prediction of crop nitrogen status from UAV imagery
  12 Nov 2021 0 repositories listed
• A Histopathology Study Comparing Contrastive Semi-Supervised and Fully Supervised Learning
  10 Nov 2021 0 repositories listed
• Characterizing the adversarial vulnerability of speech self-supervised learning
  8 Nov 2021 0 repositories listed